Fold 0
Model 0 best validation auc = 0.730516 on epoch 27
Model 0 test auc = 0.871764
Ensemble test auc = 0.871764
Fold 1
Model 0 best validation auc = 0.731455 on epoch 16
Model 0 test auc = 0.874774
Ensemble test auc = 0.874774
Fold 2
Model 0 best validation auc = 0.720657 on epoch 81
Model 0 test auc = 0.874774
Ensemble test auc = 0.874774
Fold 3
Model 0 best validation auc = 0.730047 on epoch 32
Model 0 test auc = 0.886213
Ensemble test auc = 0.886213
Fold 4
Model 0 best validation auc = 0.716432 on epoch 297
Model 0 test auc = 0.859121
Ensemble test auc = 0.859121
Fold 5
Model 0 best validation auc = 0.750704 on epoch 23
Model 0 test auc = 0.875376
Ensemble test auc = 0.875376
Fold 6
Model 0 best validation auc = 0.749765 on epoch 25
Model 0 test auc = 0.873570
Ensemble test auc = 0.873570
Fold 7
Model 0 best validation auc = 0.713615 on epoch 23
Model 0 test auc = 0.877784
Ensemble test auc = 0.877784
Fold 8
Model 0 best validation auc = 0.749765 on epoch 35
Model 0 test auc = 0.862733
Ensemble test auc = 0.862733
Fold 9
Model 0 best validation auc = 0.737089 on epoch 24
Model 0 test auc = 0.880795
Ensemble test auc = 0.880795
10-fold cross validation
	Seed 0 ==> test auc = 0.871764
	Seed 1 ==> test auc = 0.874774
	Seed 2 ==> test auc = 0.874774
	Seed 3 ==> test auc = 0.886213
	Seed 4 ==> test auc = 0.859121
	Seed 5 ==> test auc = 0.875376
	Seed 6 ==> test auc = 0.873570
	Seed 7 ==> test auc = 0.877784
	Seed 8 ==> test auc = 0.862733
	Seed 9 ==> test auc = 0.880795
Overall test auc = 0.873691 +/- 0.007519
Elapsed time = 0:03:05
